Mass Layoff Data for Journalists & Researchers
Six federal datasets, all 50 states, updated daily. Search, download, or query via API.
Six Datasets, Unified
WARN, H-1B, LCA, SEC 8-K, bankruptcy, DOL/JOLTS — cross-referenced by company, state, and date.
Bulk Exports for Analysis
CSV, JSON, Parquet, JSON-LD. Download everything or query 98+ API endpoints from R, Python, or Stata.
Historical Depth
WARN since 1988, DOL claims since 1984, H-1B since 2009 — 42 years of labor market data for longitudinal research.
Join the Research Network
Academic API access, citation-ready exports, and early access to new datasets.
Bulk Historical Datasets
Citation-ready CSV + JSON bundles — one-time purchase, instant download, research-license terms in the README.
All 6 datasets. WARN, SEC 8-K, bankruptcy, H-1B/LCA, JOLTS, DOL claims. Full history.
85K+ mass-layoff notices, all 50 states, normalized schema, county-level geocoding.
5.1M LCA petitions + 809K H-1B, FY2009–2026, 40+ columns, wage + worksite + SOC.
Academic licensing & custom extracts on request. Email [email protected] for citation-ready formats or year-scoped slices.